Exam Name: IBM Websphere Datastage V.8.0
Certification Provider: IBM
Corresponding Certification: IBM certifications I
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Updated: Oct 27, 2026
No. of Questions: 132 Questions & Answers with Testing Engine
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IBM 000-418 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Integration and Connectivity | - File stages and data sources - Database connectivity (ODBC, JDBC) |
| Error Handling and Debugging | - Reject handling and data quality checks - Job log analysis |
| Performance Tuning and Optimization | - Memory and buffer optimization - Partitioning and parallelism |
| Job Design and Development | - Sequential and parallel jobs - Stages and transformers - Job sequencing and control flow |
| DataStage Architecture and Components | - Parallel processing framework - Client and server architecture - Project and repository structure |
IBM Websphere Datastage V.8.0 Sample Questions:
Which condition would require the use of a Custom Operator instead of a BuildOp or Transformer?
- A. The stage will call external routines written in C/C++.
- B. The stage needs to run in parallel rather than sequentially.
- C. The stage requires dynamic metadata.
- D. The stage is working with string variables.
Correct Answer: C 🗳️
Which two environment variables should be set to "True" to allow you to see operator process statistics at run-time in the job log? (Choose two.)
- A. $APT_PM_PLAYER_STATISTICS
- B. $APT_PM_PLAYER_MEMORY
- C. $APT_PM_PLAYER_TIMING
- D. $OSH_DUMP
Correct Answer: B,C 🗳️
When tuning a parallel process, it is necessary to measure the amount of system resources that are used by each instance of a stage. Which two methods enable the collection of CPU time used by each instance of a stage? (Choose two.)
- A. Invoke vmstat before the job run and after the job completes.
- B. Set the environment variable $APT_PM_PLAYER_TIMING=true.
- C. Select the Record job performance data check box from Job Properties.
- D. Set the environment variable $DS_MAKE_JOB_REPORT=2.
Correct Answer: B,C 🗳️
Which two partitioning methods are keyless? (Choose two.)
- A. Entire
- B. Hash
- C. Modulus
- D. Round Robin
Correct Answer: A,D 🗳️
You have created a parallel job in which there are several stages that you want to be able to reuse in other jobs. You decided to create a parallel shared container from these stages. Identify two things that are true about this shared container. (Choose two.)
- A. It can take advantage of Run Time Column Propagation (RCP).
- B. It can be used in Transformer stage derivations.
- C. It can be used in sequencer jobs.
- D. It can have job parameters to resolve stage property values.
Correct Answer: A,D 🗳️
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